{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from crweno5_scheme import crweno5_nonlinear_weights\n",
    "from rk3 import rk3\n",
    "\n",
    "ghost_cells_n = 2\n",
    "\n",
    "x_l, x_r, t = 0, 1, 0.25\n",
    "nx = 200\n",
    "dt = 0.0001\n",
    "dx = (x_r - x_l) / nx\n",
    "nt = int(t / dt)\n",
    "\n",
    "# u[-2, -1, 0, 1, 2, ... N, N+1, N+2]\n",
    "u = np.zeros((nt + 1, nx + 1 + 2 * ghost_cells_n))\n",
    "x = np.linspace(x_l - ghost_cells_n * dx, x_r + ghost_cells_n * dx, nx + 1 + 2 * ghost_cells_n)\n",
    "\n",
    "u[0, :] = np.sin(2 * np.pi * x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def right_hand_side(u0):\n",
    "    \n",
    "    rhs_buffer = np.zeros(nx-1)\n",
    "    a, b, c, r = np.zeros(nx), np.zeros(nx), np.zeros(nx), np.zeros(nx)\n",
    "    uL, uR = np.zeros(nx), np.zeros(nx)\n",
    "    \n",
    "    for i in range(nx):\n",
    "        value = (u0[i], u0[i+1], u0[i+2], u0[i+3], u0[i+4])\n",
    "        a1, a2, a3, b1, b2, b3 = crweno5_nonlinear_weights(value)\n",
    "        a[i], b[i], c[i], r[i] = a1, a2, a3, b1 * u0[i+1] + b2 * u0[i+2] + b3 * u0[i+3]\n",
    "    \n",
    "    alpha, beta = c[-1], a[0]\n",
    "    A = np.diag(b) + np.diag(c[:-1], 1) + np.diag(a[1:], -1) + np.diag([beta], nx-1) + np.diag([alpha], -(nx-1))\n",
    "    uL = np.linalg.solve(A, r)\n",
    "    \n",
    "    for i in range(nx):\n",
    "        value = (u0[i+5], u0[i+4], u0[i+3], u0[i+2], u0[i+1])\n",
    "        a1, a2, a3, b1, b2, b3 = crweno5_nonlinear_weights(value)\n",
    "        a[i], b[i], c[i], r[i] = a1, a2, a3, b1 * u0[i+4] + b2 * u0[i+3] + b3 * u0[i+2]\n",
    "    \n",
    "    alpha, beta = c[-1], a[0]\n",
    "    A = np.diag(b) + np.diag(c[:-1], 1) + np.diag(a[1:], -1) + np.diag([beta], nx-1) + np.diag([alpha], -(nx-1))\n",
    "    uR = np.linalg.solve(A, r)\n",
    "    \n",
    "    for i in range(nx-1):\n",
    "        if u0[i+ghost_cells_n+1] > 0:\n",
    "            rhs_buffer[i] = -u0[i+ghost_cells_n+1] * (uL[i+1] - uL[i]) / dx\n",
    "        else:\n",
    "            rhs_buffer[i] = -u0[i+ghost_cells_n+1] * (uR[i+1] - uR[i]) / dx\n",
    "            \n",
    "    return rhs_buffer"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dirichlet boundary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# for Dirichlet boundary\n",
    "def update_ghost_cells(buffer):\n",
    "    buffer[0], buffer[1], buffer[2] = 3 * buffer[ghost_cells_n] - 2 * buffer[ghost_cells_n+1], 2 * buffer[ghost_cells_n] - buffer[ghost_cells_n+1], 0\n",
    "    buffer[-1], buffer[-2], buffer[-3] = 3 * buffer[nx+ghost_cells_n] - 2 * buffer[nx+ghost_cells_n-1], 2 * buffer[nx+ghost_cells_n] - buffer[nx+ghost_cells_n-1], 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "intermediate = np.zeros_like(x)\n",
    "to_update_slice = slice(ghost_cells_n+1, nx+ghost_cells_n)\n",
    "\n",
    "for i in range(1, nt+1):\n",
    "    \n",
    "    buffer = right_hand_side(u[i-1])\n",
    "    intermediate[to_update_slice] = rk3(1, u[i-1, to_update_slice], buffer, dt, None)\n",
    "    update_ghost_cells(intermediate)\n",
    "    \n",
    "    buffer = right_hand_side(intermediate)\n",
    "    intermediate[to_update_slice] = rk3(2, u[i-1, to_update_slice], buffer, dt, intermediate[to_update_slice])\n",
    "    update_ghost_cells(intermediate)\n",
    "    \n",
    "    buffer = right_hand_side(intermediate)\n",
    "    intermediate[to_update_slice] = rk3(3, u[i-1, to_update_slice], buffer, dt, intermediate[to_update_slice])\n",
    "    update_ghost_cells(intermediate)\n",
    "    \n",
    "    u[i] = intermediate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ts = np.linspace(0.025, 0.25, 10)\n",
    "plt.figure(figsize=(6, 4), dpi=100)\n",
    "for i, t_stamp in enumerate(ts):\n",
    "    index = int(t_stamp / dt)\n",
    "    plt.plot(x, u[index], linewidth=0.8, label=\"t=\"+format(t_stamp, \".4f\"))\n",
    "plt.legend(fontsize=7)\n",
    "plt.ylabel(\"$x$\")\n",
    "plt.ylabel(\"$u$\")\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Periodic boundary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# for periodic boundary\n",
    "def update_ghost_cells(buffer):\n",
    "    buffer[0], buffer[1], buffer[2] = buffer[nx], buffer[nx+1], 0\n",
    "    buffer[-1], buffer[-2], buffer[-3] = buffer[2*ghost_cells_n], buffer[2*ghost_cells_n-1], 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "intermediate = np.zeros_like(x)\n",
    "to_update_slice = slice(ghost_cells_n+1, nx+ghost_cells_n)\n",
    "\n",
    "for i in range(1, nt+1):\n",
    "    \n",
    "    buffer = right_hand_side(u[i-1])\n",
    "    intermediate[to_update_slice] = rk3(1, u[i-1, to_update_slice], buffer, dt, None)\n",
    "    update_ghost_cells(intermediate)\n",
    "    \n",
    "    buffer = right_hand_side(intermediate)\n",
    "    intermediate[to_update_slice] = rk3(2, u[i-1, to_update_slice], buffer, dt, intermediate[to_update_slice])\n",
    "    update_ghost_cells(intermediate)\n",
    "    \n",
    "    buffer = right_hand_side(intermediate)\n",
    "    intermediate[to_update_slice] = rk3(3, u[i-1, to_update_slice], buffer, dt, intermediate[to_update_slice])\n",
    "    update_ghost_cells(intermediate)\n",
    "    \n",
    "    u[i] = intermediate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ts = np.linspace(0.025, 0.25, 10)\n",
    "plt.figure(figsize=(6, 4), dpi=100)\n",
    "for i, t_stamp in enumerate(ts):\n",
    "    index = int(t_stamp / dt)\n",
    "    plt.plot(x, u[index], linewidth=0.8, label=\"t=\"+format(t_stamp, \".4f\"))\n",
    "plt.legend(fontsize=7)\n",
    "plt.ylabel(\"$x$\")\n",
    "plt.ylabel(\"$u$\")\n",
    "plt.tight_layout()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "gpytorch",
   "language": "python",
   "name": "gpytorch"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
